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若出现链接失效，请留言会及时修复

===========================



今天为大家整理了32个<em>Python</em><em>爬虫</em>项目。
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				<div class="desc ellipsis-online ellipsis-online-1">本文更新于2019.11.18

更新了今年的版本号
	在表格中用括号备注了包含的<em>python</em>版本号


Release date
			conda
			<em>python</em>2.7
			<em>python</em>3.4
			<em>python</em>3.5
			<em>python</em>3.6
			<em>python</em>3.7
			<em>python</em>3.8
		2015-02-25
			
			
			3.4.3
			
			
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import pandas as pd
df = pd.DataFrame({&#39;a&#39;:[1,2,3],&#39;b&#39;:[1,2,3]})


如下：
 a b
0 1 1
1 2 2
2 3 3


1、修改列名a，b为A、B。
df.columns = [&#39;A&#39;,&#39;B&#39;]

2、只修改列名a为A</div>
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		<em>Python</em> 是当今非常热门的语言之一，2020年的 TIOBE 编程语言排行榜中 ，<em>Python</em>名列第一，并且其流行度依然处在上升势头。 
	


	 


	在2015年的时候，在网上还经常看到学<em>Python</em>还是学R的讨论，那时候老齐就选择了<em>Python</em>，并且开始着手出版《跟老齐学<em>Python</em>》。时至今日，已经无需争论。<em>Python</em>给我们带来的，不仅仅是项目上的收益，我们更可以从它&ldquo;开放、简洁&rdquo;哲学观念中得到技术发展路线的启示。 


	


	借此机会，老齐联合CSDN推出了本课程，希望能影响更多的人走进<em>Python</em>，踏入编程的大门。 


	
 


	  


	
		【课程设计】 
	
	
		
 
	
	
		本课程共包含三大模块： 
	


	
 


	一、基础知识篇 


	内置对象和基本的运算、语句，是<em>Python</em>语言的基础。本课程在讲解这部分知识的时候，不是简单地将各种知识做简单的堆砌，而是在兼顾内容的全面性的同时，更重视向学习者讲授掌握有关知识的方法，比如引导学习者如何排查错误、如何查看和理解文档等。 


	&nbsp; 


	二、面向对象篇 


	&ldquo;面向对象（OOP）&rdquo;是目前企业开发主流的开发方式，本课程从一开始就渗透这种思想，并且在&ldquo;函数&rdquo;和&ldquo;类&rdquo;的学习中强化面向对象开发方式的学习&mdash;&mdash;这是本课程与一般课程的重要区别，一般的课程只在&ldquo;类&rdquo;这里才提到&ldquo;对象&rdquo;，会导致学习者茫然失措，并生畏惧，乃至于放弃学习。本课程则是从开始以&ldquo;润物细无声&rdquo;的方式，渗透对象概念，等学习到本部分的时候，OOP对学习者而言有一种&ldquo;水到渠成&rdquo;的感觉。 


	&nbsp; 


	三、工具实战篇 


	在项目实战中，除了前述的知识之外，还会用到很多其他工具，至于那些工具如何安装？怎么自己做工具？有那些典型工具？都是这部分的内容。具体来说，就是要在这部分介绍<em>Python</em>标准库的应用以及第三方包的安装，还有如何开发和发布自己的工具包。此外，很多学习<em>Python</em>的同学，未来要么从事数据科学、要么从事Web开发，不论哪个方向，都离不开对数据库的操作，本部分还会从实战的角度，介绍如何用<em>Python</em>语言操作常用数据库。 


	


	 
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				<div class="desc ellipsis-online ellipsis-online-1"><em>Python</em><em>爬虫</em>是用<em>Python</em>编程语言实现的网络<em>爬虫</em>，主要用于网络数据的抓取和处理，相比于其他语言，<em>Python</em>是一门非常适合开发网络<em>爬虫</em>的编程语言，大量内置包，可以轻松实现网络<em>爬虫</em>功能。

<em>Python</em><em>爬虫</em>可以做的事情很多，如搜索引擎、采集数据、广告过滤等，<em>Python</em><em>爬虫</em>还可以用于数据分析，在数据的抓取方面可以作用巨大！

<em>Python</em><em>爬虫</em>架构组成

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    <h3 class="aside-title">交个朋友</h3>
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 <p> 橡皮擦30岁&#xff0c;在互联网行业耕地10年 </p>
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 <p style="color:#FF0000;"> 做过开发工程师、项目经理、技术总监</p>
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 <p style="color:#FF0000;"> 产品总监、大学老师</p>
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 <p style="color:#FF0000;"> 如今又做起了技术自媒体 </p>
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 <p style="color:#FF0000;"> 他略懂的编程语言如下 </p>
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 <p style="color:#FF0000;"> C/C&#43;&#43;&#xff0c;C#&#xff0c;Python&#xff0c;Javascript </p>
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 <p style="color:#FF0000;"> 还有 PHP </p>
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<center>
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